Objective:To investigate the diagnostic efficacy of ultrasound in pregnancy associated breast cancer (PABC) under different breast ultrasound background echotextures.Methods:The ultrasonic images of 269 female patients with breast diseases who underwent breast surgery in Fudan University Shanghai Cancer Center from January 2016 to September 2023 and were pregnant or within one year postpartum at the time of onset were retrospectively reviewed. Breast ultrasound background echotextures were classified according to two criteria: the first classification was homogeneous-fat, homogeneous-fibroglandular, and heterogeneous; the other classification was hypoechoic dominated and hyperechoic dominated. The comparison of the diagnostic value of ultrasound in PABC under different backgrounds was conducted by the receiver operating characteristic(ROC) curves.Results:Among 269 patients, 67 patients(24.91%)were during pregnancy and 202 patients(75.09%) were within one year postpartum. Pathologically, 47 patients (17.47%) were confirmed as benign, 222 patients (82.53%) were malignant. According to the first classification, 138 patients were homogeneous-fibroglandular and 131 patients were heterogeneous, with the diagnostic sensitivity of ultrasound in PABC were 88.70% and 59.81% respectively, and the specificity were 91.30% and 83.33% respectively, the areas under the ROC curves were 0.940 and 0.826 respectively ( P=0.022). According to the second classification, 119 were hypoechoic dominated and 150 patients were hyperechoic dominated, the sensitivity were 60.21% and 85.27% respectively, the specificity 84.62% and 90.48% respectively, the areas under the ROC curves were 0.826 and 0.925 ( P=0.042). Conclusions:The heterogeneous background echotextures of the breast may cause decrease of the diagnostic efficiency of ultrasound in PABC, and hypoechoic dominated background was more unfavorable for the diagnosis of PABC compared to the hyperechoic dominated background.

Objective:To investigate the value of ultrasound and Ki-67 for early predicting pathological complete response (pCR) of triple negative breast cancer(TNBC) after neoadjuvant chemotherapy (NAC).Methods:Retrospective analysis was performed in 190 patients with TNBC who underwent surgery after NAC treatment at the Cancer Hospital of Fudan University from January 2019 to December 2022. All patients underwent ultrasound examination before and after 2 and 4 cycles of NAC treatment. According to the operation pathological results after NAC, the patients were divided into pCR group and non-pCR group. The differences in ultrasound and Ki-67 parameters were compared between the pCR and non-pCR groups, and binary Logistic regression analysis was performed to determine the independent predictors for pCR. The ROC curve was plotted to evaluate the diagnostic efficacy.Results:Tumor maximum diameter, relative change rates of tumor maximum diameter after 2-cycle and 4-cycle NAC (ΔD2, ΔD4), relative change rate of lymph node short diameter after 2-cycle NAC (ΔS2), T-stage, N-stage and Ki-67 showed statistically significant differences between the pCR group and the non-pCR group (all P<0.05). Logistic regression analysis showed that ΔD4, T-stage, N-stage and Ki-67 were independent predictors for pCR ( OR=1.029, P=0.011; OR=0.300, P=0.009; OR=0.653, P=0.048; OR=1.028, P=0.001). The area under the curve (AUC) of pCR was 0.804 (95% CI=0.742-0.866), the sensitivity and specificity were 67.5% and 83.2% respectively. Conclusions:The combination parameters of ΔD4, T-stage, N-stage and Ki-67 have certain clinical value for predicting pCR of TNBC.

Objective:To study the correlation between echogenic foci pattern of papillary thyroid carcinoma(PTC) solitary nodule and lateral cervical lymph node metastasis.Methods:The clinical data of 475 patients with echogenic foci in preoperative ultrasound and pathologically confirmed PTC solitary nodule from January to December 2014 in Fudan University Shanghai Cancer Center were retrospectively analyzed, which was categorized into lateral cervical lymph node metastasis group and lateral cervical lymph node non-metastasis group. Echogenic foci was classified into five types: local punctate echogenic foci, diffused punctate echogenic foci, coarse echogenic foci, mixed echogenic foci, peripheral annular and eggshell echogenic foci. The related clinical characteristics and the ultrasonic features were also involved. Chi-Square test and Logistic regression analysis were performed to analyze the correlation.Results:Age, preoperative human thyroglobulin (HTG) level, maximum diameter, location and echogenic foci pattern distributed to lateral cervical lymph node metastasis of PTC solitary nodule in 475 cases, according to univariate analysis ( P<0.05). Multivariate Logistic regression analysis showed diffused punctate echogenic foci, age≤35 years old, maximum diameter >10 mm and upper part were risk factors of lateral cervical lymph node metastasis of PTC solitary nodule. Conclusions:Diffused punctate echogenic foci in PTC solitary nodule, patients younger than 35 years old, maximum diameter larger than 1 cm and nodule location at upper part of the thyroid promote to lateral cervical lymph node metastasis.

Gallbladder carcinoma (GBC) is the most common malignancy of the biliary tract, radical resection is the only effective treatment for GBC at present. However, the postoperative effect is still poor. Therefore, identifying the key prognostic factors and establishing an individual and accurate survival prediction model for GBC are critical to prognosis assessment, treatment options and clinical decision support in patients with GBC. The prediction value of current commonly used TNM staging system is limited. Cox regression model is the most commonly used classical survival analysis method, but it is difficult to establish the association between prognostic variables. Nomogram and machine learning techniques including Bayesian network have been used to establish survival prediction model of GBC in recent years, which representing a certain degree of advancement, however, the model precision and clinical application still need to be further verified. The establishment of more accurate survival prediction models for GBC based on machine learning algorithm from Chinese multicenter large sample database to guide the clinical decision-making is the main research direction in the future.

Gallbladder carcinoma (GBC) is the most common malignancy of the biliary tract, radical resection is the only effective treatment for GBC at present. However, the postoperative effect is still poor. Therefore, identifying the key prognostic factors and establishing an individual and accurate survival prediction model for GBC are critical to prognosis assessment, treatment options and clinical decision support in patients with GBC. The prediction value of current commonly used TNM staging system is limited. Cox regression model is the most commonly used classical survival analysis method, but it is difficult to establish the association between prognostic variables. Nomogram and machine learning techniques including Bayesian network have been used to establish survival prediction model of GBC in recent years, which representing a certain degree of advancement, however, the model precision and clinical application still need to be further verified. The establishment of more accurate survival prediction models for GBC based on machine learning algorithm from Chinese multicenter large sample database to guide the clinical decision-making is the main research direction in the future.

Objective To investigate the ultrasonographic features of different pathological types of phyllodes tumors ( PT ) of breast . Methods T he clinical manifestations and sonographic findings were analyzed retrospectively in 132 patients with 136 different subtype PT s . Ultrasonographic features of benign ,borderline and malignant types were compared . Results All the lesions were classified into benign ( 46/136 ,33 .8% ) ,borderline ( 62/136 ,45 .6% ) and malignant ( 28/136 ,20 .6% ) . On sonography ,most tumors were show n as oval or lobulated ( 77 .9% ) ,well‐defined margins ( 70 .6% ) ,and posterior echo enhancement ( 72 .1% ) . Cystic areas were observed in 36 lesions ( 26 .5% ) . No significant difference was observed in age ,lesion shape ,echo patterns ,posterior acoustic features or cystic area ( P ＞ 0 .05 ) . Large size ,indistinct margins and grade Ⅱ － Ⅲ vascularity were more frequent in borderline and malignant tumors ( P ＝0 .002 , P ＝0 .028 , P ＜0 .001 ,respectively ) . Conclusions Phyllodes tumors of breast have certain characteristics on ultrasonography .Large size ,unclear margins and rich blood flow signals may indicate malignancy .

Objective: To evaluate the risk factors in terms of clinical characteristics and sonographic features regarding solitairy thyroid papillary carcinoma (PTC) for the lateral cervical lymph node metastasis(LLNM) and then to establish nomogram model. Methods: All patients were confirmed to be solitary PTC in paraffin wax pathology after thyroidectomy in Fudan University Shanghai Cancer Center from January to September 2016. Meanwhile, the status of lateral cervical lymph node metastasis was determined referring to postoperative pathology. Clinical characteristics including gender, age, preoperative thyroid stimulating hormone (TSH), thyroglobulin (Tg), thyroglobulin antibody (TGAb), thyroid peroxidase antibody (TPOAb), central lymph node metastasis (CLNM) and sonographic features of the PTC lesion including maximum tumor diameter, location, aspect ratio, relation with thyroid capsule, echo, margin, acoustic halo, microcalcification were evaluated for the association with lateral cervical lymph node metastasis using univariate and multivariate logistic regression analyses. Then the nomogram model was established and its application value was evaluated using ROC. Results: Out of 1 174 patients, 125 patients (10.6%) presented lateral neck lymph node metastasis and 10 patients presented skipping metastasis.Univariate analysis showed gender, preoperative Tg and TGAb, CLNM, maximum tumor diameter, location, close to the thyroid tumor capsule, echo, aspect ratio, acoustic halo, microcalcification were associated with LLNM(P<0.05). Binomial logistic regression analysis indicated CLNM, maximum tumor diameter of larger than 10 mm, superior or multiple location, microcalcification were independent risk factors of LLNM. The AUC of the nomogram model was 0.865, the sensitivity was 88.0%, the specificity was 75.2%, and the accuracy was 76.6%. Conclusions As for patients with single focal PTC, CLNM, larger lesions, microcalcification, superior location are associated with lateral neck lymph node metastasis. The nomogram model can be tried for clinical application.

Objective To evaluate the risk factors in terms of clinical characteristics ,serological indicators and sonographic features regarding thyroid papillary carcinoma ( PTC) for the central neck lymph node metastasis . Methods One thousand one hundred and seventy‐four patients accepted thyroid cancer surgery at Fudan University Shanghai Cancer Center from January to September 2016 were enrolled . All patients were confirmed to be solitary PTC in paraffin wax pathology after thyroidectomy .M eanwhile ,the status of central neck lymph node metastasis was determined referring to postoperative pathology . All features of the PTC lesion in terms of clinical ,serological and sonographic features were evaluated for the association with central neck lymph node metastasis using univariate and multivariate logistic regression analysis . Meanwhile ,a nomogram model was established for the determined risk factors . Results Out of 1 174 patients ,469 patients ( 39 .9% ) presented central neck lymph node metastasis ,univariate analysis showed that age , gender , preoperative thyroglobulin ( Tg ) and thyroid peroxidase antibody ( T POAb ) , maximum diameter ,location ,close to the thyroid capsule ,AP/T R ,echo ,acoustic halo ,and presence of microcalcification were related with CLNM ( P ＜ 0 .05 ) . M ultivariate logistic regression analysis demonstrated that less than 55 years‐old , male , Tg higher than 20 eg/L , T POAb less than 1 kU/L , maximum diameter larger than 10 mm ,and presence of microcalcification were independent risk factors for CLNM . T he nomogram was established based on independent risk factors determined by the logistic regression with the AUC 0 .714 ,specificity 73 .1% ,and sensitivity 59 .7% . Conclusions For patients with single focal PTC lesion , younger age , male , higher Tg , lower T POAb , and larger lesions containing microcalcificatin on ultrasound are associated with central neck lymph node metastasis .

Objective To investigate the clinical value of conventional ultrasonographic ( US),US-guided diffuse optical tomography ( US-guided DOT ) and both combined to assess treatment response of breast cancer to neoadjuvant chemotherapy( NAC). Methods Eighty-eight breast cancer patients,totally 93 lesions were included in the study. Pre-and post-last chemotherapy,size,and total hemoglobin concentration ( THC) of each lesion were measured by conventional US and US-guided DOT before biopsy,the change of lesion Size( ΔSize) and the change of THC( ΔTHC) were calculated respectively.Based on the guidelines to evaluate the response to treatment in solid tumors,the responses to NAC were classified into complete response, partial response, static disease, progressive disease groups. The histological response to chemotherapy were categorised as partial pathological response and complete pathological response using Miller and Payne system. Results Of 93 breast cancers,the overall response rate was 81.7%,the cPR rate was 24.7%. According to ROC curve analysis,when ΔSize 42.6% and ΔTHC 23.9% as cutoff values to evaluate the complete response and partial response,the area under the curve ( AUC ) were 0.666 and 0.751,respectively,the AUC of US and US-guided DOT combined in parallel and in series were 0.680 and 0.737 respectively.When ΔSize 64.5% and ΔTHC 27.2% as cutoff values to evaluate complete pathologial response,the AUC were 0.690 and 0.728 respectively,the AUC of US and US-guided DOT combined in parallel and in series were 0.693 and 0.726 respectively. Conclusions US-guided DOT and US can be used to predict breast cancers response to NAC,US and US-guided DOT combined in parallel and in series can not improve response prediction comparing with US or US-guided DOT alone.

Objective To investigate the status of empowerment and medical support in patients with type 2 diabetes mellitus,and to explore the relationship between empowerment and medical support.Methods A multi-centered collaboration and cross-sectional survey was used in this study.With the method of simple random sampling,1512 patients with type 2 diabetes mellitus from 18 tertiary hospitals in Hunan Province were investigated from January 2016 to April 2016.General information,empowerment and medical support were investigated using general information questionnaire,Diabetes Empowerment Scale-DAWN Short Form,Patient Assessment of Chronic Illness Care DAWN Short Form.Results The mean score of empowerment ability for patients with type 2 diabetes mellitus was (53.20±16.40).The mean score of medical support for patients with type 2 diabetes mellitus was (34.56±11.64).There was positive correlation between the empowerment ability and medical support in patients with type 2 diabetes mellitus.Conclusion There is positive correlation between empowerment and medical support in patients with type 2 diabetes mellitus.But the received medical support is not enough.It is necessary to increase the supply of medical support to promote the empowerment of patients with type 2 diabetes.